mRNA-Seq whole-transcriptome analysis of a single cell.

Abstract:

:Next-generation sequencing technology is a powerful tool for transcriptome analysis. However, under certain conditions, only a small amount of material is available, which requires more sensitive techniques that can preferably be used at the single-cell level. Here we describe a single-cell digital gene expression profiling assay. Using our mRNA-Seq assay with only a single mouse blastomere, we detected the expression of 75% (5,270) more genes than microarray techniques and identified 1,753 previously unknown splice junctions called by at least 5 reads. Moreover, 8-19% of the genes with multiple known transcript isoforms expressed at least two isoforms in the same blastomere or oocyte, which unambiguously demonstrated the complexity of the transcript variants at whole-genome scale in individual cells. Finally, for Dicer1(-/-) and Ago2(-/-) (Eif2c2(-/-)) oocytes, we found that 1,696 and 1,553 genes, respectively, were abnormally upregulated compared to wild-type controls, with 619 genes in common.

journal_name

Nat Methods

journal_title

Nature methods

authors

Tang F,Barbacioru C,Wang Y,Nordman E,Lee C,Xu N,Wang X,Bodeau J,Tuch BB,Siddiqui A,Lao K,Surani MA

doi

10.1038/nmeth.1315

subject

Has Abstract

pub_date

2009-05-01 00:00:00

pages

377-82

issue

5

eissn

1548-7091

issn

1548-7105

pii

nmeth.1315

journal_volume

6

pub_type

杂志文章
  • Fast interpolation-based t-SNE for improved visualization of single-cell RNA-seq data.

    abstract::t-distributed stochastic neighbor embedding (t-SNE) is widely used for visualizing single-cell RNA-sequencing (scRNA-seq) data, but it scales poorly to large datasets. We dramatically accelerate t-SNE, obviating the need for data downsampling, and hence allowing visualization of rare cell populations. Furthermore, we ...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/s41592-018-0308-4

    authors: Linderman GC,Rachh M,Hoskins JG,Steinerberger S,Kluger Y

    更新日期:2019-03-01 00:00:00

  • Overcoming protein diversity on arrays.

    abstract::Researchers show that to reliably establish protein interaction networks from microarray data it is necessary to measure saturation binding curves for each arrayed protein and its potential binding partners. ...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth1206-966

    authors: Rusk N

    更新日期:2006-12-01 00:00:00

  • In vivo cell-cycle profiling in xenograft tumors by quantitative intravital microscopy.

    abstract::Quantification of cell-cycle state at a single-cell level is essential to understand fundamental three-dimensional (3D) biological processes such as tissue development and cancer. Analysis of 3D in vivo images, however, is very challenging. Today's best practice, manual annotation of select image events, generates arb...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.3363

    authors: Chittajallu DR,Florian S,Kohler RH,Iwamoto Y,Orth JD,Weissleder R,Danuser G,Mitchison TJ

    更新日期:2015-06-01 00:00:00

  • Single-cell genomics.

    abstract::Methods for genomic analysis at single-cell resolution enable new understanding of complex biological phenomena. Single-cell techniques, ranging from flow cytometry and microfluidics to PCR and sequencing, are used to understand the cellular composition of complex tissues, find new microbial species and perform genome...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth0411-311

    authors: Kalisky T,Quake SR

    更新日期:2011-04-01 00:00:00

  • Genetic incorporation of unnatural amino acids into proteins in mammalian cells.

    abstract::We developed a general approach that allows unnatural amino acids with diverse physicochemical and biological properties to be genetically encoded in mammalian cells. A mutant Escherichia coli aminoacyl-tRNA synthetase (aaRS) is first evolved in yeast to selectively aminoacylate its tRNA with the unnatural amino acid ...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth1016

    authors: Liu W,Brock A,Chen S,Chen S,Schultz PG

    更新日期:2007-03-01 00:00:00

  • Glycomics: an integrated systems approach to structure-function relationships of glycans.

    abstract::In comparison with genomics and proteomics, the advancement of glycomics has faced unique challenges in the pursuit of developing analytical and biochemical tools and biological readouts to investigate glycan structure-function relationships. Glycans are more diverse in terms of chemical structure and information dens...

    journal_title:Nature methods

    pub_type: 杂志文章,评审

    doi:10.1038/nmeth807

    authors: Raman R,Raguram S,Venkataraman G,Paulson JC,Sasisekharan R

    更新日期:2005-11-01 00:00:00

  • Photoactivatable genetically encoded calcium indicators for targeted neuronal imaging.

    abstract::Circuit mapping requires knowledge of both structural and functional connectivity between cells. Although optical tools have been made to assess either the morphology and projections of neurons or their activity and functional connections, few probes integrate this information. We have generated a family of photoactiv...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.3480

    authors: Berlin S,Carroll EC,Newman ZL,Okada HO,Quinn CM,Kallman B,Rockwell NC,Martin SS,Lagarias JC,Isacoff EY

    更新日期:2015-09-01 00:00:00

  • Broad specificity profiling of TALENs results in engineered nucleases with improved DNA-cleavage specificity.

    abstract::Although transcription activator-like effector nucleases (TALENs) can be designed to cleave chosen DNA sequences, TALENs have activity against related off-target sequences. To better understand TALEN specificity, we profiled 30 unique TALENs with different target sites, array length and domain sequences for their abil...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.2845

    authors: Guilinger JP,Pattanayak V,Reyon D,Tsai SQ,Sander JD,Joung JK,Liu DR

    更新日期:2014-04-01 00:00:00

  • Directed evolution of APEX2 for electron microscopy and proximity labeling.

    abstract::APEX is an engineered peroxidase that functions as an electron microscopy tag and a promiscuous labeling enzyme for live-cell proteomics. Because limited sensitivity precludes applications requiring low APEX expression, we used yeast-display evolution to improve its catalytic efficiency. APEX2 is far more active in ce...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.3179

    authors: Lam SS,Martell JD,Kamer KJ,Deerinck TJ,Ellisman MH,Mootha VK,Ting AY

    更新日期:2015-01-01 00:00:00

  • Segregation of molecules at cell division reveals native protein localization.

    abstract::We introduce a nonintrusive method exploiting single-cell variability after cell division to validate protein localization. We found that Clp proteases, widely reported to form biologically relevant foci, were uniformly distributed in Escherichia coli cells, and that many commonly used fluorescent proteins caused seve...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.1955

    authors: Landgraf D,Okumus B,Chien P,Baker TA,Paulsson J

    更新日期:2012-04-08 00:00:00

  • Evaluating measures of association for single-cell transcriptomics.

    abstract::Single-cell transcriptomics provides an opportunity to characterize cell-type-specific transcriptional networks, intercellular signaling pathways and cellular diversity with unprecedented resolution by profiling thousands of cells in a single experiment. However, owing to the unique statistical properties of scRNA-seq...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/s41592-019-0372-4

    authors: Skinnider MA,Squair JW,Foster LJ

    更新日期:2019-05-01 00:00:00

  • Non-reversible tissue fixation retains extracellular vesicles for in situ imaging.

    abstract::Extracellular vesicles (EVs) are secreted nanosized particles with many biological functions and pathological associations. The inability to image EVs in fixed tissues has been a major limitation to understanding their role in healthy and diseased tissue microenvironments. Here, we show that crosslinking mammalian tis...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/s41592-019-0623-4

    authors: Gupta MP,Tandalam S,Ostrager S,Lever AS,Fung AR,Hurley DD,Alegre GB,Espinal JE,Remmel HL,Mukherjee S,Levine BM,Robins RP,Molina H,Dill BD,Kenific CM,Tuschl T,Lyden D,D'Amico DJ,Pena JTG

    更新日期:2019-12-01 00:00:00

  • PyClone: statistical inference of clonal population structure in cancer.

    abstract::We introduce PyClone, a statistical model for inference of clonal population structures in cancers. PyClone is a Bayesian clustering method for grouping sets of deeply sequenced somatic mutations into putative clonal clusters while estimating their cellular prevalences and accounting for allelic imbalances introduced ...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.2883

    authors: Roth A,Khattra J,Yap D,Wan A,Laks E,Biele J,Ha G,Aparicio S,Bouchard-Côté A,Shah SP

    更新日期:2014-04-01 00:00:00

  • Wirelessly powered, fully internal optogenetics for brain, spinal and peripheral circuits in mice.

    abstract::To enable sophisticated optogenetic manipulation of neural circuits throughout the nervous system with limited disruption of animal behavior, light-delivery systems beyond fiber optic tethering and large, head-mounted wireless receivers are desirable. We report the development of an easy-to-construct, implantable wire...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.3536

    authors: Montgomery KL,Yeh AJ,Ho JS,Tsao V,Mohan Iyer S,Grosenick L,Ferenczi EA,Tanabe Y,Deisseroth K,Delp SL,Poon AS

    更新日期:2015-10-01 00:00:00

  • Streaming fragment assignment for real-time analysis of sequencing experiments.

    abstract::We present eXpress, a software package for efficient probabilistic assignment of ambiguously mapping sequenced fragments. eXpress uses a streaming algorithm with linear run time and constant memory use. It can determine abundances of sequenced molecules in real time and can be applied to ChIP-seq, metagenomics and oth...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.2251

    authors: Roberts A,Pachter L

    更新日期:2013-01-01 00:00:00

  • Lost in presumption: stochastic reactions in spatial models.

    abstract::Physical modeling is increasingly important for generating insights into intracellular processes. We describe situations in which combined spatial and stochastic aspects of chemical reactions are needed to capture the relevant dynamics of biochemical systems. ...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.2253

    authors: Mahmutovic A,Fange D,Berg OG,Elf J

    更新日期:2012-12-01 00:00:00

  • Correlated light and electron microscopic imaging of multiple endogenous proteins using Quantum dots.

    abstract::The importance of locating proteins in their context within cells has been heightened recently by the accomplishments in molecular structure and systems biology. Although light microscopy (LM) has been extensively used for mapping protein localization, many studies require the additional resolution of the electron mic...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth791

    authors: Giepmans BN,Deerinck TJ,Smarr BL,Jones YZ,Ellisman MH

    更新日期:2005-10-01 00:00:00

  • Mass spectrometry-based functional proteomics: from molecular machines to protein networks.

    abstract::The study of protein-protein interactions by mass spectrometry is an increasingly important part of post-genomics strategies to understand protein function. A variety of mass spectrometry-based approaches allow characterization of cellular protein assemblies under near-physiological conditions and subsequent assignmen...

    journal_title:Nature methods

    pub_type: 杂志文章,评审

    doi:10.1038/nmeth1093

    authors: Köcher T,Superti-Furga G

    更新日期:2007-10-01 00:00:00

  • Highly efficient Cas9-mediated transcriptional programming.

    abstract::The RNA-guided nuclease Cas9 can be reengineered as a programmable transcription factor. However, modest levels of gene activation have limited potential applications. We describe an improved transcriptional regulator obtained through the rational design of a tripartite activator, VP64-p65-Rta (VPR), fused to nuclease...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.3312

    authors: Chavez A,Scheiman J,Vora S,Pruitt BW,Tuttle M,P R Iyer E,Lin S,Kiani S,Guzman CD,Wiegand DJ,Ter-Ovanesyan D,Braff JL,Davidsohn N,Housden BE,Perrimon N,Weiss R,Aach J,Collins JJ,Church GM

    更新日期:2015-04-01 00:00:00

  • Analysis of the Human Protein Atlas Image Classification competition.

    abstract::Pinpointing subcellular protein localizations from microscopy images is easy to the trained eye, but challenging to automate. Based on the Human Protein Atlas image collection, we held a competition to identify deep learning solutions to solve this task. Challenges included training on highly imbalanced classes and pr...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/s41592-019-0658-6

    authors: Ouyang W,Winsnes CF,Hjelmare M,Cesnik AJ,Åkesson L,Xu H,Sullivan DP,Dai S,Lan J,Jinmo P,Galib SM,Henkel C,Hwang K,Poplavskiy D,Tunguz B,Wolfinger RD,Gu Y,Li C,Xie J,Buslov D,Fironov S,Kiselev A,Panchenko D,C

    更新日期:2019-12-01 00:00:00

  • Imaging dynamics of endogenous mitochondrial RNA in single living cells.

    abstract::We developed genetically encoded RNA probes for characterizing localization and dynamics of mitochondrial RNA (mtRNA) in single living cells. The probes consist of two RNA-binding domains of PUMILIO1, each connected with split fragments of a fluorescent protein capable of reconstituting upon binding to a target RNA. W...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth1030

    authors: Ozawa T,Natori Y,Sato M,Umezawa Y

    更新日期:2007-05-01 00:00:00

  • An improved ATAC-seq protocol reduces background and enables interrogation of frozen tissues.

    abstract::We present Omni-ATAC, an improved ATAC-seq protocol for chromatin accessibility profiling that works across multiple applications with substantial improvement of signal-to-background ratio and information content. The Omni-ATAC protocol generates chromatin accessibility profiles from archival frozen tissue samples and...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.4396

    authors: Corces MR,Trevino AE,Hamilton EG,Greenside PG,Sinnott-Armstrong NA,Vesuna S,Satpathy AT,Rubin AJ,Montine KS,Wu B,Kathiria A,Cho SW,Mumbach MR,Carter AC,Kasowski M,Orloff LA,Risca VI,Kundaje A,Khavari PA,Montine TJ,

    更新日期:2017-10-01 00:00:00

  • Membrane-protein structure determination by solid-state NMR spectroscopy of microcrystals.

    abstract::Membrane proteins are largely underrepresented among available atomic-resolution structures. The use of detergents in protein purification procedures hinders the formation of well-ordered crystals for X-ray crystallography and leads to slower molecular tumbling, impeding the application of solution-state NMR. Solid-st...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.2248

    authors: Shahid SA,Bardiaux B,Franks WT,Krabben L,Habeck M,van Rossum BJ,Linke D

    更新日期:2012-12-01 00:00:00

  • Nm-seq maps 2'-O-methylation sites in human mRNA with base precision.

    abstract::The ribose of RNA nucleotides can be 2'-O-methylated (Nm). Despite advances in high-throughput detection, the inert chemical nature of Nm still limits sensitivity and precludes mapping in mRNA. We leveraged the differential reactivity of 2'-O-methylated and 2'-hydroxylated nucleosides to periodate oxidation to develop...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.4294

    authors: Dai Q,Moshitch-Moshkovitz S,Han D,Kol N,Amariglio N,Rechavi G,Dominissini D,He C

    更新日期:2017-07-01 00:00:00

  • Multicolor two-photon tissue imaging by wavelength mixing.

    abstract::We achieve simultaneous two-photon excitation of three chromophores with distinct absorption spectra using synchronized pulses from a femtosecond laser and an optical parametric oscillator. The two beams generate separate multiphoton processes, and their spatiotemporal overlap provides an additional two-photon excitat...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.2098

    authors: Mahou P,Zimmerley M,Loulier K,Matho KS,Labroille G,Morin X,Supatto W,Livet J,Débarre D,Beaurepaire E

    更新日期:2012-07-08 00:00:00

  • A guide to designing germline-dependent epigenetic inheritance experiments in mammals.

    abstract::Recent work has demonstrated that environmental factors experienced by parents can affect their offspring across multiple generations, and that such transgenerational transmission can depend on the germline. Causal evidence for the involvement of germ cells is rare, however, and the underlying molecular mechanisms rem...

    journal_title:Nature methods

    pub_type: 杂志文章,评审

    doi:10.1038/nmeth.4181

    authors: Bohacek J,Mansuy IM

    更新日期:2017-02-28 00:00:00

  • Structural biology: 'seeing' crystals the XFEL way.

    abstract::X-ray free-electron lasers (XFELs) offer opportunities beyond classic X-ray crystallography, particularly for proteins that are difficult to crystallize. ...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.3070

    authors: Marx V

    更新日期:2014-09-01 00:00:00

  • A naturally monomeric infrared fluorescent protein for protein labeling in vivo.

    abstract::Infrared fluorescent proteins (IFPs) provide an additional color to GFP and its homologs in protein labeling. Drawing on structural analysis of the dimer interface, we identified a bacteriophytochrome in the sequence database that is monomeric in truncated form and engineered it into a naturally monomeric IFP (mIFP). ...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.3447

    authors: Yu D,Baird MA,Allen JR,Howe ES,Klassen MP,Reade A,Makhijani K,Song Y,Liu S,Murthy Z,Zhang SQ,Weiner OD,Kornberg TB,Jan YN,Davidson MW,Shu X

    更新日期:2015-08-01 00:00:00

  • Long-term expansion of alveolar stem cells derived from human iPS cells in organoids.

    abstract::The stable expansion of tissue-specific stem cells in vitro has contributed to research on several organs. Alveolar epithelial type II (AT2) cells function as tissue stem cells in the lung, but robust models for studying human AT2 cells are lacking. Here we report a method for the efficient generation and long-term ex...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.4448

    authors: Yamamoto Y,Gotoh S,Korogi Y,Seki M,Konishi S,Ikeo S,Sone N,Nagasaki T,Matsumoto H,Muro S,Ito I,Hirai T,Kohno T,Suzuki Y,Mishima M

    更新日期:2017-11-01 00:00:00

  • The GEM mapper: fast, accurate and versatile alignment by filtration.

    abstract::Because of ever-increasing throughput requirements of sequencing data, most existing short-read aligners have been designed to focus on speed at the expense of accuracy. The Genome Multitool (GEM) mapper can leverage string matching by filtration to search the alignment space more efficiently, simultaneously deliverin...

    journal_title:Nature methods

    pub_type: 杂志文章

    doi:10.1038/nmeth.2221

    authors: Marco-Sola S,Sammeth M,Guigó R,Ribeca P

    更新日期:2012-12-01 00:00:00